Potential Causes of Irreproducibility Revealed

Five independent groups got different results in a drug-response experiment, despite sharing protocols, reagents, and cell lines. The researchers identify technical variables that could be to blame.

Written byAbby Olena, PhD
| 4 min read

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While much of biology research suffers from a lack of reproducibility, no single factor has emerged as the driver of this problem. In a multi-lab study published this week in Cell Systems, researchers have attempted to reproduce the results of an assay in which cultured cells were treated with cancer drugs. Their lack of success highlights the role that technical variables play in the ability to repeat experiments.

“The key thing [is] raising awareness of this variability and the fact that a lot of it will be really difficult to control,” says Paula Bates, who works in cancer drug development at the University of Louisville and did not participate in the study. “It’s especially important for projects where there is a lot of data being collected and compared."

The work came out of the National Institutes of Health Library of Network-Based Cellular Signatures (LINCS) Program, a consortium ...

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Meet the Author

  • abby olena

    As a freelancer for The Scientist, Abby reports on new developments in life science for the website. She has a PhD from Vanderbilt University and got her start in science journalism as the Chicago Tribune’s AAAS Mass Media Fellow in 2013. Following a stint as an intern for The Scientist, Abby was a postdoc in science communication at Duke University, where she developed and taught courses to help scientists share their research. In addition to her work as a science journalist, she leads science writing and communication workshops and co-produces a conversational podcast. She is based in Alabama.  

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